Textual Entailment (TE) predicts whether the facts in different texts are the same. The following is a visualization from http://demo.allennlp.org/textual-entailment:
The premise is: If you help the needy, God will reward you. The hypothesis is: Giving money to the poor has good consequences. The probabilities of Entailment, Contradiction, and Neutral are presented.